A unified framework of deep networks for genre classification using movie trailer

A Yadav, DK Vishwakarma - Applied Soft Computing, 2020 - Elsevier
Affective video content analysis has emerged as one of the most challenging and essential
research tasks as it aims to analyze the emotions elicited by videos automatically. However …

Language-agnostic visual-semantic embeddings

J Wehrmann, DM Souza, MA Lopes… - Proceedings of the …, 2019 - openaccess.thecvf.com
This paper proposes a framework for training language-invariant cross-modal retrieval
models. We also introduce a novel character-based word-embedding approach, allowing …

Movie genre classification using binary relevance, label powerset, and machine learning classifiers

S Kumar, N Kumar, A Dev, S Naorem - Multimedia Tools and Applications, 2023 - Springer
Multi-label text classification (MLTC) is a technique to categorize texts into more than a
single category and used extensively in various real-life problems. Such classifications …

Poster-based multiple movie genre classification using inter-channel features

JA Wi, S Jang, Y Kim - IEEE Access, 2020 - ieeexplore.ieee.org
As the scale of the film industry grows, the demand for well-established movie databases is
also growing. The genre of a movie supplies information on its overall content and has …

Multi-Label Classification of Film Genres Based on Synopsis Using Support Vector Machine, Logistic Regression and Naïve Bayes Algorithms

J Akbar, E Utami, A Yaqin - 2022 6th International Conference …, 2022 - ieeexplore.ieee.org
Movies were still a very popular means of entertainment. The current distribution of internet
users causes a large amount of movie data to be created and distributed online. The …

Movie genre in multi-label classification using semantic extraction from only movie poster

S Sirattanajakarin, P Thusaranon - … of the 7th International Conference on …, 2019 - dl.acm.org
In this paper, we present the framework, SEMPD (the Semantic Extraction of Movie poster
based on fundamental of poster Design) for multi-label genre classification in the state of …

Unraveling Movie Genres through Cross-Attention Fusion of Bi-Modal Synergy of Poster

UK Nareti, C Adak, S Chattopadhyay… - arXiv preprint arXiv …, 2024 - arxiv.org
Movie posters are not just decorative; they are meticulously designed to capture the essence
of a movie, such as its genre, storyline, and tone/vibe. For decades, movie posters have …

Demystifying Visual Features of Movie Posters for Multilabel Genre Identification

UK Nareti, C Adak… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the film industry, movie posters have been an essential part of advertising and marketing
for many decades and continue to play a vital role even today in the form of digital posters …

A Model for Movie Classification and a Genre-based Recommender System

P Vahed, A Tabatabaei… - 2024 10th International …, 2024 - ieeexplore.ieee.org
Genre-based movie classification is a significant topic in text processing and machine
learning. An automatic system that classifies movies by genre can help people find their top …

[HTML][HTML] Movie genre classification from rgb movie poster image using deep feed-forward network

MA Korai, AH Bouk, AH Sindhi - Yanbu Journal of …, 2021 - yjes.scholasticahq.com
A movie poster image is one of the important media in the filmmaking process, providing
valuable information about the movie, such as movie titles, characters, and genres …